One of the latest innovations in Generative AI (GenAI) technology are Large Language Models (LLMs). You can exploit LLMs to solve many tasks that were incredibly challenging not that long ago, and some say you can solve anything with GenAI. But can you? Recently, we decided to reshape an old application for fraud detection by introducing AI in it. This talk is a summary of both our successful and failed attempts to solve everything with AI.